Crack123 Computer Vision Project
Here are a few use cases for this project:
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Road Infrastructure Maintenance: The model can be used by local municipalities or transportation departments to detect different types of cracks on roads, which can aid in efficient scheduling of maintenance or repairs. Moreover, the ability to identify a manhole cover or sewer can make it a suitable solution for utility mapping.
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Traffic Monitoring and Management: With the ability to recognize different classes of objects like cars, electric vehicles, and person, it could be a valuable tool for monitoring and managing traffic in real-time.
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Parking Management Systems: The model can assist in identifying parking regulations by recognizing yellow solid lines and white dotted lines, enabling the development of smart parking solutions.
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Public Cleanliness and Waste Management: By identifying garbage cans, this model could be used to optimize waste collection routes, schedule pickups and monitor public area cleanliness.
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Autonomous Vehicle Systems: Autonomous cars can leverage this model to identify not only other vehicles and persons but also roadway conditions through recognition of cracks, manhole covers and the categorization of lines on roads.
Cite This Project
If you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{
crack123_dataset,
title = { Crack123 Dataset },
type = { Open Source Dataset },
author = { Crack123 },
howpublished = { \url{ https://universe.roboflow.com/crack123/crack123 } },
url = { https://universe.roboflow.com/crack123/crack123 },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2023 },
month = { apr },
note = { visited on 2024-05-05 },
}
Connect Your Model With Program Logic
Find utilities and guides to help you start using the Crack123 project in your project.
